My DataFrame Profile

Brought to you by YData

Dataset statistics

Number of variables	20
Number of observations	1824
Missing cells	7514
Missing cells (%)	20.6%
Duplicate rows	10
Duplicate rows (%)	0.5%
Total size in memory	299.2 KiB
Average record size in memory	168.0 B

Variable types

Numeric	20

Alerts

Dataset has 10 (0.5%) duplicate rows	Duplicates
`Central Atlantic (PADD 1B)` is highly overall correlated with `Cleveland, OH` and 18 other fields	High correlation
`Cleveland, OH` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`Colorado` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`Denver, CO` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`East Coast` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`Florida` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`Gulf Coast` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`Lower Atlantic (PADD 1C)` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`Miami, FL` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`Midwest` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`Minnesota` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`New England (PADD 1A)` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`New York` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`Ohio` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`Rocky Mountain` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`Seattle, WA` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`Texas` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`U.S.` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`Washington` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`West Coast` is highly overall correlated with `Central Atlantic (PADD 1B)` and 18 other fields	High correlation
`East Coast` has 90 (4.9%) missing values	Missing
`New England (PADD 1A)` has 137 (7.5%) missing values	Missing
`Central Atlantic (PADD 1B)` has 137 (7.5%) missing values	Missing
`Lower Atlantic (PADD 1C)` has 137 (7.5%) missing values	Missing
`Midwest` has 90 (4.9%) missing values	Missing
`Gulf Coast` has 90 (4.9%) missing values	Missing
`Rocky Mountain` has 90 (4.9%) missing values	Missing
`West Coast` has 95 (5.2%) missing values	Missing
`Colorado` has 511 (28.0%) missing values	Missing
`Florida` has 666 (36.5%) missing values	Missing
`New York` has 511 (28.0%) missing values	Missing
`Minnesota` has 511 (28.0%) missing values	Missing
`Ohio` has 666 (36.5%) missing values	Missing
`Texas` has 511 (28.0%) missing values	Missing
`Washington` has 666 (36.5%) missing values	Missing
`Cleveland, OH` has 666 (36.5%) missing values	Missing
`Denver, CO` has 601 (32.9%) missing values	Missing
`Miami, FL` has 667 (36.6%) missing values	Missing
`Seattle, WA` has 666 (36.5%) missing values	Missing

Reproduction

Analysis started	2025-08-06 23:47:15.086153
Analysis finished	2025-08-06 23:47:37.280893
Duration	22.19 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

U.S.
Real number (ℝ)

High correlation

Distinct	1250
Distinct (%)	68.8%
Missing	6
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	2.1917063

Minimum	0.885
Maximum	4.844
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	0.885
5-th percentile	1.04385
Q1	1.229
median	2.188
Q3	2.965
95-th percentile	3.6512
Maximum	4.844
Range	3.959
Interquartile range (IQR)	1.736

Descriptive statistics

Standard deviation	0.92325112
Coefficient of variation (CV)	0.42124765
Kurtosis	-1.1580129
Mean	2.1917063
Median Absolute Deviation (MAD)	0.8645
Skewness	0.26341693
Sum	3984.522
Variance	0.85239262
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.106	7	0.4%
1.099	7	0.4%
1.055	7	0.4%
1.092	6	0.3%
1.075	6	0.3%
1.062	6	0.3%
1.089	6	0.3%
1.058	5	0.3%
1.063	5	0.3%
2.17	5	0.3%
Other values (1240)	1758	96.4%
(Missing)	6	0.3%

Value	Count	Frequency (%)
0.885	1	0.1%
0.891	1	0.1%
0.899	1	0.1%
0.9	1	0.1%
0.907	1	0.1%
0.908	1	0.1%
0.913	2	0.1%
0.914	1	0.1%
0.92	1	0.1%
0.921	2	0.1%

Value	Count	Frequency (%)
4.844	1	0.1%
4.798	1	0.1%
4.71	1	0.1%
4.702	1	0.1%
4.619	1	0.1%
4.501	1	0.1%
4.439	1	0.1%
4.41	1	0.1%
4.35	1	0.1%
4.32	1	0.1%

East Coast
Real number (ℝ)

High correlation Missing

Distinct	1243
Distinct (%)	71.7%
Missing	90
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	2.2443962

Minimum	0.868
Maximum	4.764
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	0.868
5-th percentile	1.02765
Q1	1.30175
median	2.2615
Q3	3.00175
95-th percentile	3.6694
Maximum	4.764
Range	3.896
Interquartile range (IQR)	1.7

Descriptive statistics

Standard deviation	0.92522716
Coefficient of variation (CV)	0.41223879
Kurtosis	-1.1860657
Mean	2.2443962
Median Absolute Deviation (MAD)	0.8595
Skewness	0.15997719
Sum	3891.783
Variance	0.8560453
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.098	6	0.3%
1.048	6	0.3%
1.045	5	0.3%
1.057	5	0.3%
1.062	5	0.3%
3.373	5	0.3%
1.165	5	0.3%
1.047	5	0.3%
1.105	4	0.2%
0.996	4	0.2%
Other values (1233)	1684	92.3%
(Missing)	90	4.9%

Value	Count	Frequency (%)
0.868	1	0.1%
0.87	1	0.1%
0.873	1	0.1%
0.877	1	0.1%
0.883	1	0.1%
0.888	1	0.1%
0.894	1	0.1%
0.897	1	0.1%
0.898	1	0.1%
0.9	2	0.1%

Value	Count	Frequency (%)
4.764	1	0.1%
4.704	1	0.1%
4.622	1	0.1%
4.601	1	0.1%
4.503	1	0.1%
4.462	1	0.1%
4.436	1	0.1%
4.391	1	0.1%
4.346	1	0.1%
4.263	1	0.1%

New England (PADD 1A)
Real number (ℝ)

High correlation Missing

Distinct	1246
Distinct (%)	73.9%
Missing	137
Missing (%)	7.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.3591073

Minimum	0.936
Maximum	5.081
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	0.936
5-th percentile	1.072
Q1	1.4355
median	2.357
Q3	3.1065
95-th percentile	3.7798
Maximum	5.081
Range	4.145
Interquartile range (IQR)	1.671

Descriptive statistics

Standard deviation	0.93992914
Coefficient of variation (CV)	0.39842577
Kurtosis	-1.0675353
Mean	2.3591073
Median Absolute Deviation (MAD)	0.852
Skewness	0.16787631
Sum	3979.814
Variance	0.88346678
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.033	6	0.3%
1.108	6	0.3%
1.41	5	0.3%
1.133	5	0.3%
3.519	5	0.3%
1.036	5	0.3%
1.032	4	0.2%
1.096	4	0.2%
1.19	4	0.2%
1.161	4	0.2%
Other values (1236)	1639	89.9%
(Missing)	137	7.5%

Value	Count	Frequency (%)
0.936	1	0.1%
0.943	1	0.1%
0.947	1	0.1%
0.949	1	0.1%
0.951	1	0.1%
0.959	1	0.1%
0.964	1	0.1%
0.965	1	0.1%
0.979	1	0.1%
0.98	1	0.1%

Value	Count	Frequency (%)
5.081	1	0.1%
5.065	1	0.1%
4.999	1	0.1%
4.98	1	0.1%
4.894	1	0.1%
4.83	1	0.1%
4.783	1	0.1%
4.722	1	0.1%
4.701	1	0.1%
4.651	1	0.1%

Central Atlantic (PADD 1B)
Real number (ℝ)

High correlation Missing

Distinct	1252
Distinct (%)	74.2%
Missing	137
Missing (%)	7.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.4070664

Minimum	0.913
Maximum	4.977
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	0.913
5-th percentile	1.075
Q1	1.4165
median	2.458
Q3	3.236
95-th percentile	3.8304
Maximum	4.977
Range	4.064
Interquartile range (IQR)	1.8195

Descriptive statistics

Standard deviation	0.96656939
Coefficient of variation (CV)	0.40155494
Kurtosis	-1.1764382
Mean	2.4070664
Median Absolute Deviation (MAD)	0.934
Skewness	0.09535065
Sum	4060.721
Variance	0.93425639
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.71	5	0.3%
2.332	5	0.3%
1.312	4	0.2%
1.057	4	0.2%
2.735	4	0.2%
2.715	4	0.2%
1.063	4	0.2%
2.695	4	0.2%
1.142	4	0.2%
1.293	4	0.2%
Other values (1242)	1645	90.2%
(Missing)	137	7.5%

Value	Count	Frequency (%)
0.913	1	0.1%
0.916	1	0.1%
0.918	1	0.1%
0.925	1	0.1%
0.929	1	0.1%
0.939	1	0.1%
0.946	1	0.1%
0.949	2	0.1%
0.954	1	0.1%
0.957	1	0.1%

Value	Count	Frequency (%)
4.977	1	0.1%
4.964	1	0.1%
4.905	1	0.1%
4.852	1	0.1%
4.838	1	0.1%
4.804	1	0.1%
4.785	1	0.1%
4.742	1	0.1%
4.648	2	0.1%
4.536	1	0.1%

Lower Atlantic (PADD 1C)
Real number (ℝ)

High correlation Missing

Distinct	1242
Distinct (%)	73.6%
Missing	137
Missing (%)	7.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.2336094

Minimum	0.853
Maximum	4.691
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	0.853
5-th percentile	1.0023
Q1	1.3315
median	2.238
Q3	2.95
95-th percentile	3.6374
Maximum	4.691
Range	3.838
Interquartile range (IQR)	1.6185

Descriptive statistics

Standard deviation	0.90246414
Coefficient of variation (CV)	0.40403849
Kurtosis	-1.1510036
Mean	2.2336094
Median Absolute Deviation (MAD)	0.826
Skewness	0.13374581
Sum	3768.099
Variance	0.81444153
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.046	6	0.3%
1.05	5	0.3%
1.147	5	0.3%
0.958	5	0.3%
1.028	5	0.3%
1.003	5	0.3%
1.042	5	0.3%
3.297	4	0.2%
1.032	4	0.2%
1.145	4	0.2%
Other values (1232)	1639	89.9%
(Missing)	137	7.5%

Value	Count	Frequency (%)
0.853	1	0.1%
0.855	1	0.1%
0.859	1	0.1%
0.862	1	0.1%
0.869	1	0.1%
0.872	1	0.1%
0.878	1	0.1%
0.88	2	0.1%
0.883	1	0.1%
0.884	1	0.1%

Value	Count	Frequency (%)
4.691	1	0.1%
4.615	1	0.1%
4.547	1	0.1%
4.498	1	0.1%
4.386	1	0.1%
4.355	1	0.1%
4.319	1	0.1%
4.273	1	0.1%
4.25	1	0.1%
4.21	1	0.1%

Midwest
Real number (ℝ)

High correlation Missing

Distinct	1264
Distinct (%)	72.9%
Missing	90
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	2.2174146

Minimum	0.853
Maximum	4.876
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	0.853
5-th percentile	1.01965
Q1	1.31425
median	2.2095
Q3	2.957
95-th percentile	3.677
Maximum	4.876
Range	4.023
Interquartile range (IQR)	1.64275

Descriptive statistics

Standard deviation	0.90933098
Coefficient of variation (CV)	0.41008612
Kurtosis	-1.1046837
Mean	2.2174146
Median Absolute Deviation (MAD)	0.82
Skewness	0.21519847
Sum	3844.997
Variance	0.82688282
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.152	5	0.3%
1.442	5	0.3%
1.082	5	0.3%
1.158	5	0.3%
1.059	5	0.3%
1.091	5	0.3%
1.025	5	0.3%
2.326	4	0.2%
1.026	4	0.2%
1.024	4	0.2%
Other values (1254)	1687	92.5%
(Missing)	90	4.9%

Value	Count	Frequency (%)
0.853	1	0.1%
0.874	1	0.1%
0.882	1	0.1%
0.887	2	0.1%
0.89	2	0.1%
0.891	1	0.1%
0.894	1	0.1%
0.895	1	0.1%
0.896	1	0.1%
0.899	1	0.1%

Value	Count	Frequency (%)
4.876	1	0.1%
4.815	1	0.1%
4.73	1	0.1%
4.725	1	0.1%
4.64	1	0.1%
4.518	1	0.1%
4.357	1	0.1%
4.342	1	0.1%
4.314	1	0.1%
4.225	1	0.1%

Gulf Coast
Real number (ℝ)

High correlation Missing

Distinct	1235
Distinct (%)	71.2%
Missing	90
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	2.1336315

Minimum	0.872
Maximum	4.635
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	0.872
5-th percentile	1.02865
Q1	1.27775
median	2.122
Q3	2.80575
95-th percentile	3.5087
Maximum	4.635
Range	3.763
Interquartile range (IQR)	1.528

Descriptive statistics

Standard deviation	0.85432961
Coefficient of variation (CV)	0.40041104
Kurtosis	-1.0547432
Mean	2.1336315
Median Absolute Deviation (MAD)	0.7715
Skewness	0.26218227
Sum	3699.717
Variance	0.72987908
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.075	6	0.3%
1.081	6	0.3%
1.096	6	0.3%
1.06	5	0.3%
1.09	5	0.3%
1.317	5	0.3%
1.848	5	0.3%
1.054	4	0.2%
1.083	4	0.2%
1.097	4	0.2%
Other values (1225)	1684	92.3%
(Missing)	90	4.9%

Value	Count	Frequency (%)
0.872	1	0.1%
0.874	1	0.1%
0.877	1	0.1%
0.884	2	0.1%
0.886	1	0.1%
0.887	2	0.1%
0.889	1	0.1%
0.891	1	0.1%
0.892	1	0.1%
0.895	1	0.1%

Value	Count	Frequency (%)
4.635	1	0.1%
4.594	1	0.1%
4.528	1	0.1%
4.491	1	0.1%
4.357	1	0.1%
4.245	1	0.1%
4.221	1	0.1%
4.205	1	0.1%
4.157	1	0.1%
4.049	1	0.1%

Rocky Mountain
Real number (ℝ)

High correlation Missing

Distinct	1239
Distinct (%)	71.5%
Missing	90
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	2.3081696

Minimum	0.953
Maximum	5.001
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	0.953
5-th percentile	1.105
Q1	1.38
median	2.2945
Q3	3.021
95-th percentile	3.734
Maximum	5.001
Range	4.048
Interquartile range (IQR)	1.641

Descriptive statistics

Standard deviation	0.9246659
Coefficient of variation (CV)	0.40060571
Kurtosis	-1.0874687
Mean	2.3081696
Median Absolute Deviation (MAD)	0.8445
Skewness	0.22932418
Sum	4002.366
Variance	0.85500703
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.169	7	0.4%
1.108	5	0.3%
1.274	5	0.3%
1.12	5	0.3%
3.64	5	0.3%
1.115	4	0.2%
2.586	4	0.2%
1.134	4	0.2%
2.538	4	0.2%
1.267	4	0.2%
Other values (1229)	1687	92.5%
(Missing)	90	4.9%

Value	Count	Frequency (%)
0.953	2	0.1%
0.955	1	0.1%
0.956	2	0.1%
0.958	1	0.1%
0.959	1	0.1%
0.96	1	0.1%
0.961	1	0.1%
0.962	1	0.1%
0.967	1	0.1%
0.972	1	0.1%

Value	Count	Frequency (%)
5.001	1	0.1%
4.991	1	0.1%
4.984	1	0.1%
4.947	1	0.1%
4.921	1	0.1%
4.85	1	0.1%
4.711	1	0.1%
4.656	1	0.1%
4.511	1	0.1%
4.448	1	0.1%

West Coast
Real number (ℝ)

High correlation Missing

Distinct	1269
Distinct (%)	73.4%
Missing	95
Missing (%)	5.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.5361469

Minimum	1.025
Maximum	5.419
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	1.025
5-th percentile	1.1584
Q1	1.427
median	2.568
Q3	3.355
95-th percentile	4.1896
Maximum	5.419
Range	4.394
Interquartile range (IQR)	1.928

Descriptive statistics

Standard deviation	1.0520003
Coefficient of variation (CV)	0.41480259
Kurtosis	-1.0422935
Mean	2.5361469
Median Absolute Deviation (MAD)	1.019
Skewness	0.22906966
Sum	4384.998
Variance	1.1067047
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.209	5	0.3%
1.155	5	0.3%
1.225	5	0.3%
1.154	5	0.3%
3.002	5	0.3%
1.277	5	0.3%
1.279	5	0.3%
1.265	5	0.3%
1.228	4	0.2%
2.509	4	0.2%
Other values (1259)	1681	92.2%
(Missing)	95	5.2%

Value	Count	Frequency (%)
1.025	1	0.1%
1.027	1	0.1%
1.033	1	0.1%
1.04	1	0.1%
1.049	1	0.1%
1.059	1	0.1%
1.061	1	0.1%
1.062	1	0.1%
1.07	1	0.1%
1.078	2	0.1%

Value	Count	Frequency (%)
5.419	1	0.1%
5.396	1	0.1%
5.366	1	0.1%
5.324	1	0.1%
5.27	1	0.1%
5.219	1	0.1%
5.175	1	0.1%
5.132	1	0.1%
5.094	1	0.1%
5.067	1	0.1%

Colorado
Real number (ℝ)

High correlation Missing

Distinct	1013
Distinct (%)	77.2%
Missing	511
Missing (%)	28.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6111371

Minimum	1.037
Maximum	4.87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	1.037
5-th percentile	1.4376
Q1	2.072
median	2.642
Q3	3.217
95-th percentile	3.776
Maximum	4.87
Range	3.833
Interquartile range (IQR)	1.145

Descriptive statistics

Standard deviation	0.7548821
Coefficient of variation (CV)	0.28910091
Kurtosis	-0.72123925
Mean	2.6111371
Median Absolute Deviation (MAD)	0.572
Skewness	0.059380868
Sum	3428.423
Variance	0.56984699
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.553	4	0.2%
1.831	4	0.2%
2.242	4	0.2%
3.51	4	0.2%
1.658	3	0.2%
2.92	3	0.2%
1.475	3	0.2%
1.506	3	0.2%
1.534	3	0.2%
3.505	3	0.2%
Other values (1003)	1279	70.1%
(Missing)	511	28.0%

Value	Count	Frequency (%)
1.037	1	0.1%
1.056	1	0.1%
1.061	1	0.1%
1.069	2	0.1%
1.073	1	0.1%
1.096	1	0.1%
1.097	1	0.1%
1.104	1	0.1%
1.11	1	0.1%
1.118	1	0.1%

Value	Count	Frequency (%)
4.87	1	0.1%
4.868	1	0.1%
4.86	1	0.1%
4.847	1	0.1%
4.823	1	0.1%
4.737	1	0.1%
4.594	1	0.1%
4.539	1	0.1%
4.318	1	0.1%
4.201	1	0.1%

Florida
Real number (ℝ)

High correlation Missing

Distinct	886
Distinct (%)	76.5%
Missing	666
Missing (%)	36.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.7645268

Minimum	1.439
Maximum	4.852
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	1.439
5-th percentile	1.77695
Q1	2.25325
median	2.7395
Q3	3.29425
95-th percentile	3.76
Maximum	4.852
Range	3.413
Interquartile range (IQR)	1.041

Descriptive statistics

Standard deviation	0.63846706
Coefficient of variation (CV)	0.23094986
Kurtosis	-0.59632886
Mean	2.7645268
Median Absolute Deviation (MAD)	0.5145
Skewness	0.14214493
Sum	3201.322
Variance	0.40764019
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.228	5	0.3%
2.419	4	0.2%
3.426	4	0.2%
2.733	4	0.2%
3.361	4	0.2%
3.42	4	0.2%
2.672	4	0.2%
2.968	4	0.2%
2.256	3	0.2%
2.574	3	0.2%
Other values (876)	1119	61.3%
(Missing)	666	36.5%

Value	Count	Frequency (%)
1.439	1	0.1%
1.443	1	0.1%
1.449	1	0.1%
1.454	1	0.1%
1.464	1	0.1%
1.468	2	0.1%
1.469	1	0.1%
1.472	1	0.1%
1.476	1	0.1%
1.478	1	0.1%

Value	Count	Frequency (%)
4.852	1	0.1%
4.736	1	0.1%
4.724	1	0.1%
4.579	1	0.1%
4.54	1	0.1%
4.461	1	0.1%
4.444	1	0.1%
4.436	1	0.1%
4.331	1	0.1%
4.286	1	0.1%

New York
Real number (ℝ)

High correlation Missing

Distinct	1029
Distinct (%)	78.4%
Missing	511
Missing (%)	28.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.7887867

Minimum	1.121
Maximum	4.924
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	1.121
5-th percentile	1.4984
Q1	2.232
median	2.79
Q3	3.49
95-th percentile	3.9396
Maximum	4.924
Range	3.803
Interquartile range (IQR)	1.258

Descriptive statistics

Standard deviation	0.7956043
Coefficient of variation (CV)	0.28528689
Kurtosis	-0.78115936
Mean	2.7887867
Median Absolute Deviation (MAD)	0.601
Skewness	-0.014644505
Sum	3661.677
Variance	0.6329862
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.668	7	0.4%
1.466	6	0.3%
2.914	5	0.3%
2.229	4	0.2%
1.602	4	0.2%
3.682	4	0.2%
2.232	4	0.2%
2.835	4	0.2%
2.522	3	0.2%
1.983	3	0.2%
Other values (1019)	1269	69.6%
(Missing)	511	28.0%

Value	Count	Frequency (%)
1.121	1	0.1%
1.122	1	0.1%
1.143	1	0.1%
1.146	1	0.1%
1.158	1	0.1%
1.162	1	0.1%
1.171	1	0.1%
1.173	2	0.1%
1.175	1	0.1%
1.176	1	0.1%

Value	Count	Frequency (%)
4.924	1	0.1%
4.916	1	0.1%
4.872	1	0.1%
4.855	1	0.1%
4.841	1	0.1%
4.834	1	0.1%
4.73	1	0.1%
4.727	1	0.1%
4.697	1	0.1%
4.651	1	0.1%

Minnesota
Real number (ℝ)

High correlation Missing

Distinct	1027
Distinct (%)	78.2%
Missing	511
Missing (%)	28.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5780327

Minimum	0.993
Maximum	4.753
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	0.993
5-th percentile	1.4206
Q1	2.005
median	2.583
Q3	3.157
95-th percentile	3.7564
Maximum	4.753
Range	3.76
Interquartile range (IQR)	1.152

Descriptive statistics

Standard deviation	0.74510771
Coefficient of variation (CV)	0.28902182
Kurtosis	-0.76029145
Mean	2.5780327
Median Absolute Deviation (MAD)	0.576
Skewness	0.070887246
Sum	3384.957
Variance	0.5551855
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.98	5	0.3%
2.494	4	0.2%
3.043	4	0.2%
2.697	4	0.2%
2.153	4	0.2%
2.626	4	0.2%
1.702	3	0.2%
2.991	3	0.2%
3.28	3	0.2%
3.587	3	0.2%
Other values (1017)	1276	70.0%
(Missing)	511	28.0%

Value	Count	Frequency (%)
0.993	1	0.1%
1.039	1	0.1%
1.073	1	0.1%
1.079	1	0.1%
1.084	1	0.1%
1.086	2	0.1%
1.107	1	0.1%
1.121	2	0.1%
1.122	1	0.1%
1.124	1	0.1%

Value	Count	Frequency (%)
4.753	1	0.1%
4.74	1	0.1%
4.727	1	0.1%
4.695	1	0.1%
4.656	1	0.1%
4.597	1	0.1%
4.461	1	0.1%
4.335	1	0.1%
4.292	1	0.1%
4.222	1	0.1%

Ohio
Real number (ℝ)

High correlation Missing

Distinct	932
Distinct (%)	80.5%
Missing	666
Missing (%)	36.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.7393187

Minimum	1.36
Maximum	5.038
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	1.36
5-th percentile	1.7005
Q1	2.21
median	2.707
Q3	3.26575
95-th percentile	3.77615
Maximum	5.038
Range	3.678
Interquartile range (IQR)	1.05575

Descriptive statistics

Standard deviation	0.66712312
Coefficient of variation (CV)	0.24353615
Kurtosis	-0.56919048
Mean	2.7393187
Median Absolute Deviation (MAD)	0.528
Skewness	0.15880431
Sum	3172.131
Variance	0.44505325
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.707	4	0.2%
2.074	3	0.2%
1.912	3	0.2%
2.373	3	0.2%
1.861	3	0.2%
2.702	3	0.2%
3.538	3	0.2%
2.572	3	0.2%
2.637	3	0.2%
2.553	3	0.2%
Other values (922)	1127	61.8%
(Missing)	666	36.5%

Value	Count	Frequency (%)
1.36	1	0.1%
1.365	1	0.1%
1.379	1	0.1%
1.391	2	0.1%
1.397	1	0.1%
1.413	1	0.1%
1.415	1	0.1%
1.421	1	0.1%
1.422	1	0.1%
1.423	1	0.1%

Value	Count	Frequency (%)
5.038	1	0.1%
4.922	1	0.1%
4.813	1	0.1%
4.805	1	0.1%
4.677	1	0.1%
4.525	1	0.1%
4.421	1	0.1%
4.391	1	0.1%
4.344	1	0.1%
4.284	1	0.1%

Texas
Real number (ℝ)

High correlation Missing

Distinct	1032
Distinct (%)	78.6%
Missing	511
Missing (%)	28.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4532277

Minimum	1.005
Maximum	4.656
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	1.005
5-th percentile	1.3232
Q1	1.901
median	2.493
Q3	2.989
95-th percentile	3.6
Maximum	4.656
Range	3.651
Interquartile range (IQR)	1.088

Descriptive statistics

Standard deviation	0.71898292
Coefficient of variation (CV)	0.29307631
Kurtosis	-0.70039259
Mean	2.4532277
Median Absolute Deviation (MAD)	0.54
Skewness	0.099005837
Sum	3221.088
Variance	0.51693644
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.08	5	0.3%
2.93	5	0.3%
1.393	5	0.3%
1.045	4	0.2%
2.86	4	0.2%
2.717	4	0.2%
1.816	4	0.2%
2.052	4	0.2%
2.598	4	0.2%
2.802	4	0.2%
Other values (1022)	1270	69.6%
(Missing)	511	28.0%

Value	Count	Frequency (%)
1.005	1	0.1%
1.01	1	0.1%
1.023	1	0.1%
1.034	1	0.1%
1.045	4	0.2%
1.047	1	0.1%
1.052	1	0.1%
1.053	1	0.1%
1.055	1	0.1%
1.063	2	0.1%

Value	Count	Frequency (%)
4.656	1	0.1%
4.627	1	0.1%
4.513	1	0.1%
4.512	1	0.1%
4.332	1	0.1%
4.248	1	0.1%
4.204	1	0.1%
4.179	1	0.1%
4.124	1	0.1%
3.986	1	0.1%

Washington
Real number (ℝ)

High correlation Missing

Distinct	933
Distinct (%)	80.6%
Missing	666
Missing (%)	36.5%
Infinite	0
Infinite (%)	0.0%
Mean	3.1852081

Minimum	1.502
Maximum	5.416
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	1.502
5-th percentile	1.9269
Q1	2.65425
median	3.0945
Q3	3.79675
95-th percentile	4.5305
Maximum	5.416
Range	3.914
Interquartile range (IQR)	1.1425

Descriptive statistics

Standard deviation	0.78318784
Coefficient of variation (CV)	0.24588278
Kurtosis	-0.34441334
Mean	3.1852081
Median Absolute Deviation (MAD)	0.583
Skewness	0.17811817
Sum	3688.471
Variance	0.61338319
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.843	5	0.3%
2.96	5	0.3%
3.13	4	0.2%
2.915	4	0.2%
3.289	4	0.2%
3.055	4	0.2%
3.815	3	0.2%
3.076	3	0.2%
3.134	3	0.2%
3.747	3	0.2%
Other values (923)	1120	61.4%
(Missing)	666	36.5%

Value	Count	Frequency (%)
1.502	1	0.1%
1.51	1	0.1%
1.523	1	0.1%
1.529	1	0.1%
1.539	1	0.1%
1.541	1	0.1%
1.543	1	0.1%
1.549	1	0.1%
1.573	2	0.1%
1.582	2	0.1%

Value	Count	Frequency (%)
5.416	1	0.1%
5.409	1	0.1%
5.352	1	0.1%
5.322	1	0.1%
5.252	1	0.1%
5.223	1	0.1%
5.215	1	0.1%
5.171	1	0.1%
5.091	1	0.1%
5.075	1	0.1%

Cleveland, OH
Real number (ℝ)

High correlation Missing

Distinct	914
Distinct (%)	78.9%
Missing	666
Missing (%)	36.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.7584888

Minimum	1.358
Maximum	5.047
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	1.358
5-th percentile	1.70885
Q1	2.22225
median	2.737
Q3	3.2885
95-th percentile	3.79175
Maximum	5.047
Range	3.689
Interquartile range (IQR)	1.06625

Descriptive statistics

Standard deviation	0.66951653
Coefficient of variation (CV)	0.24271135
Kurtosis	-0.5708562
Mean	2.7584888
Median Absolute Deviation (MAD)	0.532
Skewness	0.16004495
Sum	3194.33
Variance	0.44825238
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.772	4	0.2%
3.374	4	0.2%
3.073	3	0.2%
1.941	3	0.2%
3.226	3	0.2%
2.35	3	0.2%
2.499	3	0.2%
2.172	3	0.2%
1.922	3	0.2%
1.906	3	0.2%
Other values (904)	1126	61.7%
(Missing)	666	36.5%

Value	Count	Frequency (%)
1.358	1	0.1%
1.372	1	0.1%
1.379	1	0.1%
1.405	1	0.1%
1.407	1	0.1%
1.414	1	0.1%
1.422	1	0.1%
1.433	1	0.1%
1.435	1	0.1%
1.448	1	0.1%

Value	Count	Frequency (%)
5.047	1	0.1%
4.985	1	0.1%
4.873	1	0.1%
4.868	1	0.1%
4.689	1	0.1%
4.533	1	0.1%
4.479	1	0.1%
4.453	1	0.1%
4.343	1	0.1%
4.319	1	0.1%

Denver, CO
Real number (ℝ)

High correlation Missing

Distinct	993
Distinct (%)	81.2%
Missing	601
Missing (%)	32.9%
Infinite	0
Infinite (%)	0.0%
Mean	2.561924

Minimum	1.016
Maximum	4.84
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	1.016
5-th percentile	1.4262
Q1	1.9895
median	2.517
Q3	3.1745
95-th percentile	3.7699
Maximum	4.84
Range	3.824
Interquartile range (IQR)	1.185

Descriptive statistics

Standard deviation	0.76884965
Coefficient of variation (CV)	0.30010635
Kurtosis	-0.75660661
Mean	2.561924
Median Absolute Deviation (MAD)	0.597
Skewness	0.17177054
Sum	3133.233
Variance	0.59112978
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.153	5	0.3%
3.468	4	0.2%
2.138	4	0.2%
1.412	4	0.2%
2.462	4	0.2%
2.704	4	0.2%
2.119	3	0.2%
2.141	3	0.2%
1.48	3	0.2%
2.528	3	0.2%
Other values (983)	1186	65.0%
(Missing)	601	32.9%

Value	Count	Frequency (%)
1.016	1	0.1%
1.04	1	0.1%
1.042	1	0.1%
1.045	1	0.1%
1.049	1	0.1%
1.064	1	0.1%
1.069	1	0.1%
1.074	1	0.1%
1.078	1	0.1%
1.091	1	0.1%

Value	Count	Frequency (%)
4.84	1	0.1%
4.839	1	0.1%
4.829	1	0.1%
4.828	1	0.1%
4.784	1	0.1%
4.674	1	0.1%
4.6	1	0.1%
4.461	1	0.1%
4.202	1	0.1%
4.16	1	0.1%

Miami, FL
Real number (ℝ)

High correlation Missing

Distinct	896
Distinct (%)	77.4%
Missing	667
Missing (%)	36.6%
Infinite	0
Infinite (%)	0.0%
Mean	2.8728418

Minimum	1.502
Maximum	4.87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	1.502
5-th percentile	1.8638
Q1	2.392
median	2.839
Q3	3.398
95-th percentile	3.911
Maximum	4.87
Range	3.368
Interquartile range (IQR)	1.006

Descriptive statistics

Standard deviation	0.63915468
Coefficient of variation (CV)	0.22248168
Kurtosis	-0.51795151
Mean	2.8728418
Median Absolute Deviation (MAD)	0.473
Skewness	0.10993986
Sum	3323.878
Variance	0.40851871
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.752	4	0.2%
2.47	4	0.2%
1.981	4	0.2%
2.719	4	0.2%
2.863	4	0.2%
2.414	3	0.2%
2.083	3	0.2%
2.097	3	0.2%
2.052	3	0.2%
2.277	3	0.2%
Other values (886)	1122	61.5%
(Missing)	667	36.6%

Value	Count	Frequency (%)
1.502	1	0.1%
1.51	1	0.1%
1.511	1	0.1%
1.512	1	0.1%
1.513	2	0.1%
1.514	1	0.1%
1.515	1	0.1%
1.516	1	0.1%
1.523	1	0.1%
1.525	1	0.1%

Value	Count	Frequency (%)
4.87	1	0.1%
4.794	1	0.1%
4.748	1	0.1%
4.682	1	0.1%
4.556	1	0.1%
4.536	1	0.1%
4.489	1	0.1%
4.482	1	0.1%
4.42	1	0.1%
4.327	1	0.1%

Seattle, WA
Real number (ℝ)

High correlation Missing

Distinct	956
Distinct (%)	82.6%
Missing	666
Missing (%)	36.5%
Infinite	0
Infinite (%)	0.0%
Mean	3.2474879

Minimum	1.469
Maximum	5.549
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.5 KiB

Quantile statistics

Minimum	1.469
5-th percentile	1.9065
Q1	2.7215
median	3.1385
Q3	3.87475
95-th percentile	4.69145
Maximum	5.549
Range	4.08
Interquartile range (IQR)	1.15325

Descriptive statistics

Standard deviation	0.82460383
Coefficient of variation (CV)	0.25392052
Kurtosis	-0.34634171
Mean	3.2474879
Median Absolute Deviation (MAD)	0.5735
Skewness	0.20311157
Sum	3760.591
Variance	0.67997148
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.991	5	0.3%
2.802	4	0.2%
3.067	4	0.2%
3.061	4	0.2%
2.962	3	0.2%
3.409	3	0.2%
2.995	3	0.2%
3.098	3	0.2%
2.623	3	0.2%
3.09	3	0.2%
Other values (946)	1123	61.6%
(Missing)	666	36.5%

Value	Count	Frequency (%)
1.469	2	0.1%
1.482	1	0.1%
1.509	1	0.1%
1.517	1	0.1%
1.522	1	0.1%
1.524	1	0.1%
1.534	2	0.1%
1.54	1	0.1%
1.549	1	0.1%
1.554	1	0.1%

Value	Count	Frequency (%)
5.549	1	0.1%
5.518	1	0.1%
5.504	1	0.1%
5.461	1	0.1%
5.416	1	0.1%
5.405	1	0.1%
5.365	1	0.1%
5.308	1	0.1%
5.287	1	0.1%
5.241	1	0.1%

	Central Atlantic (PADD 1B)	Cleveland, OH	Colorado	Denver, CO	East Coast	Florida	Gulf Coast	Lower Atlantic (PADD 1C)	Miami, FL	Midwest	Minnesota	New England (PADD 1A)	New York	Ohio	Rocky Mountain	Seattle, WA	Texas	U.S.	Washington	West Coast
Central Atlantic (PADD 1B)	1.000	0.975	0.972	0.975	0.996	0.981	0.989	0.993	0.972	0.991	0.985	0.997	0.993	0.971	0.988	0.935	0.975	0.995	0.954	0.987
Cleveland, OH	0.975	1.000	0.963	0.965	0.985	0.981	0.981	0.984	0.973	0.995	0.988	0.981	0.976	0.998	0.958	0.894	0.979	0.991	0.922	0.936
Colorado	0.972	0.963	1.000	1.000	0.975	0.958	0.975	0.973	0.950	0.980	0.979	0.975	0.973	0.960	0.994	0.906	0.972	0.982	0.931	0.962
Denver, CO	0.975	0.965	1.000	1.000	0.977	0.961	0.976	0.975	0.952	0.980	0.979	0.976	0.974	0.961	0.993	0.932	0.975	0.983	0.955	0.973
East Coast	0.996	0.985	0.975	0.977	1.000	0.997	0.998	1.000	0.992	0.996	0.990	0.998	0.995	0.983	0.986	0.896	0.992	0.999	0.925	0.979
Florida	0.981	0.981	0.958	0.961	0.997	1.000	0.992	0.998	0.992	0.988	0.982	0.989	0.988	0.979	0.952	0.886	0.988	0.993	0.916	0.930
Gulf Coast	0.989	0.981	0.975	0.976	0.998	0.992	1.000	0.998	0.988	0.996	0.988	0.994	0.989	0.981	0.984	0.860	0.999	0.997	0.897	0.971
Lower Atlantic (PADD 1C)	0.993	0.984	0.973	0.975	1.000	0.998	0.998	1.000	0.993	0.996	0.989	0.996	0.992	0.982	0.984	0.882	0.995	0.998	0.914	0.974
Miami, FL	0.972	0.973	0.950	0.952	0.992	0.992	0.988	0.993	1.000	0.983	0.978	0.985	0.982	0.972	0.944	0.865	0.986	0.986	0.900	0.915
Midwest	0.991	0.995	0.980	0.980	0.996	0.988	0.996	0.996	0.983	1.000	0.997	0.994	0.987	0.994	0.988	0.891	0.993	0.999	0.923	0.977
Minnesota	0.985	0.988	0.979	0.979	0.990	0.982	0.988	0.989	0.978	0.997	1.000	0.989	0.986	0.986	0.978	0.904	0.987	0.996	0.934	0.961
New England (PADD 1A)	0.997	0.981	0.975	0.976	0.998	0.989	0.994	0.996	0.985	0.994	0.989	1.000	0.997	0.978	0.987	0.904	0.987	0.997	0.932	0.981
New York	0.993	0.976	0.973	0.974	0.995	0.988	0.989	0.992	0.982	0.987	0.986	0.997	1.000	0.973	0.974	0.899	0.986	0.993	0.927	0.961
Ohio	0.971	0.998	0.960	0.961	0.983	0.979	0.981	0.982	0.972	0.994	0.986	0.978	0.973	1.000	0.955	0.888	0.979	0.989	0.917	0.931
Rocky Mountain	0.988	0.958	0.994	0.993	0.986	0.952	0.984	0.984	0.944	0.988	0.978	0.987	0.974	0.955	1.000	0.929	0.966	0.991	0.953	0.988
Seattle, WA	0.935	0.894	0.906	0.932	0.896	0.886	0.860	0.882	0.865	0.891	0.904	0.904	0.899	0.888	0.929	1.000	0.850	0.908	0.993	0.987
Texas	0.975	0.979	0.972	0.975	0.992	0.988	0.999	0.995	0.986	0.993	0.987	0.987	0.986	0.979	0.966	0.850	1.000	0.992	0.889	0.935
U.S.	0.995	0.991	0.982	0.983	0.999	0.993	0.997	0.998	0.986	0.999	0.996	0.997	0.993	0.989	0.991	0.908	0.992	1.000	0.937	0.983
Washington	0.954	0.922	0.931	0.955	0.925	0.916	0.897	0.914	0.900	0.923	0.934	0.932	0.927	0.917	0.953	0.993	0.889	0.937	1.000	0.996
West Coast	0.987	0.936	0.962	0.973	0.979	0.930	0.971	0.974	0.915	0.977	0.961	0.981	0.961	0.931	0.988	0.987	0.935	0.983	0.996	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

	U.S.	East Coast	New England (PADD 1A)	Central Atlantic (PADD 1B)	Lower Atlantic (PADD 1C)	Midwest	Gulf Coast	Rocky Mountain	West Coast	Colorado	Florida	New York	Minnesota	Ohio	Texas	Washington	Cleveland, OH	Denver, CO	Miami, FL	Seattle, WA
Date
1990-08-20	1.191	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1990-08-27	1.245	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1990-09-03	1.242	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1990-09-10	1.252	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1990-09-17	1.266	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1990-09-24	1.272	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1990-10-01	1.321	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1990-10-08	1.333	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1990-10-15	1.339	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1990-10-22	1.345	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

	U.S.	East Coast	New England (PADD 1A)	Central Atlantic (PADD 1B)	Lower Atlantic (PADD 1C)	Midwest	Gulf Coast	Rocky Mountain	West Coast	Colorado	Florida	New York	Minnesota	Ohio	Texas	Washington	Cleveland, OH	Denver, CO	Miami, FL	Seattle, WA
Date
2025-05-26	3.030	2.979	3.026	3.222	2.908	2.972	2.715	3.140	3.965	3.021	2.968	3.107	3.016	3.004	2.720	4.246	3.102	NaN	2.970	4.443
2025-06-02	3.008	2.970	3.017	3.201	2.902	2.917	2.724	3.169	3.945	3.115	3.010	3.097	2.982	2.879	2.727	4.232	2.989	NaN	3.011	4.445
2025-06-09	2.990	2.946	2.947	3.167	2.884	2.921	2.684	3.131	3.905	2.967	2.987	3.092	2.953	3.033	2.677	4.200	3.046	NaN	2.990	4.432
2025-06-16	3.023	2.967	2.943	3.212	2.899	2.966	2.737	3.150	3.917	2.955	2.962	3.117	2.956	3.066	2.724	4.219	3.081	NaN	2.990	4.439
2025-06-23	3.102	3.048	3.070	3.310	2.972	3.040	2.846	3.207	3.978	3.015	3.039	3.202	3.057	3.161	2.886	4.290	3.162	NaN	3.063	4.484
2025-06-30	3.047	2.982	3.054	3.293	2.891	2.997	2.749	3.201	3.966	3.074	2.869	3.206	3.043	2.990	2.735	4.301	3.010	NaN	2.909	4.518
2025-07-07	3.013	2.990	3.031	3.264	2.910	2.924	2.697	3.172	3.935	2.920	2.988	3.189	2.977	2.852	2.669	4.274	2.901	NaN	3.023	4.474
2025-07-14	3.018	2.954	3.021	3.227	2.874	2.975	2.710	3.178	3.915	2.920	2.881	3.166	2.983	3.051	2.675	4.260	3.023	NaN	2.863	4.443
2025-07-21	3.018	2.991	3.127	3.206	2.923	2.925	2.739	3.186	3.910	2.975	2.985	3.167	2.969	2.890	2.716	4.260	2.971	NaN	3.010	4.423
2025-07-28	3.023	2.986	3.061	3.167	2.928	2.964	2.715	3.167	3.884	2.973	3.023	3.156	2.926	3.094	2.653	4.245	3.096	NaN	3.056	4.425

Most frequently occurring

	U.S.	East Coast	New England (PADD 1A)	Central Atlantic (PADD 1B)	Lower Atlantic (PADD 1C)	Midwest	Gulf Coast	Rocky Mountain	West Coast	Colorado	Florida	New York	Minnesota	Ohio	Texas	Washington	Cleveland, OH	Denver, CO	Miami, FL	Seattle, WA	# duplicates
9	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	6
4	1.091	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5
6	1.104	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3
5	1.099	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3
1	1.014	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2
0	1.013	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2
2	1.026	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2
3	1.089	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2
7	1.124	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2
8	1.339	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2

Overview

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring

Overview

Variables

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring